Exploring the potential of standardized behaviour competencies in automated driving systems
This paper presents a comprehensive impact assessment to explore the potential benefits of harmonized behaviour competencies (BC) for automated driving systems (ADS). Typically, ADS-equipped vehicles operate within certain boundaries specified by an operational design domain (ODD), utilizing the relevant implemented BCs. Nonetheless, many regulatory and standardization-relevant documents employ BC attributes in a non-harmonized manner. The study delves into BC-related activities and applications throughout the entire ADS life cycle, affecting all aspects of the ADS value chain, to gain a deeper understanding of the diverse needs of various stakeholders. BCs are linked to one of the four primary requirement sources at the system level. ADS-related BCs are defined through a multidisciplinary approach driven by their underlying core operating principle: the well-known sense-plan-act cycle. The crucial element within the BC specification is the identified manoeuvre pool, which forms the basis for implementing any route from point A to point B. The individual manoeuvres within the manoeuvre pool are defined by considering the needs of multiple stakeholders. They are based on three essential components: the initial condition, the expected manoeuvre, and the final condition. Furthermore, trustworthy behaviour competencies are specified, encompassing three pillars: robustness, ethics, and lawfulness. Following a detailed stakeholder analysis, several related applications are discussed to highlight the concrete advantages of implementing standardized BCs. The study concludes with a summary of the impact analysis, emphasizing key findings and action points. Lastly, a roadmap is proposed to integrate trustworthy BCs into future ADS. Concretely, the authors developed the following innovations within the scope of this article: (1) Concept for trustworthy behaviour competencies driven by law, ethics, and robustness. (2) Robustness is defined as passenger & ODD awareness and plannable & executable manoeuvre. (3) Maneuver pool necessary to implement an arbitrary route from point A to point B. (4) Maneuver specification via initial condition, expected behaviour, and final condition. (5) The potential benefits of harmonized behaviour competencies drive impact assessment. • Concept for trustworthy behaviour competencies driven by law, ethics, and robustness. • Robustness defined as passenger & ODD awareness and plannable & executable maneuver. • Maneuver pool necessary to implement an arbitrary route from point A to point B. • Maneuver specification via initial condition, expected behaviour, and final condition. • Impact assessment is driven by the potential benefits of harmonized behaviour competencies.
Authors
- Marcus Nolte (ORCID: https://orcid.org/0000-0002-5136-917X)
- Nayel Fabian Salem (ORCID: https://orcid.org/0000-0003-4909-9403)
- Georg Stettinger (ORCID: https://orcid.org/0000-0001-5607-3557)
- Siddartha Khastgir (ORCID: https://orcid.org/0000-0002-6476-2536)
- Patrick Weissensteiner (ORCID: https://orcid.org/0000-0001-6660-1990)
Institutions
- Infineon Technologies (Germany) (DE)
- University of Warwick (GB)
- Intelligent Transport Systems Niedersachsen (DE)
- Technische Universität Braunschweig (DE)
Publication Details
- Journal
- IFAC Journal of Systems and Control
- Published
- 2025-06-16
- DOI
- https://doi.org/10.1016/j.ifacsc.2025.100320
- Citations
- 1
- Primary Topic
- Autonomous Vehicle Technology and Safety
- Type
- article
- Field-Weighted Citation Impact
- 0.68